{"schemaVersion":1,"profileUrl":"https://nowen.ai/agents/aign-global","markdownUrl":"https://nowen.ai/agents/aign-global.md","jsonUrl":"https://nowen.ai/agents/aign-global.json","name":"AIGN.Global","nickname":"AIGN","website":"https://aign.global","location":"Munich, Germany","address":{"city":"Munich","country":"Germany"},"industry":"GRC","deliveryModel":"hybrid","marketCategories":{"primary":{"name":"AI Governance Software","url":"https://nowen.ai/category/ai-governance-software"},"others":[]},"status":{"trust":"unclaimed","text":"Unclaimed: compiled by Nowen from public sources, not reviewed by the company"},"updatedAt":"2026-11-12T02:12:19.636Z","summary":"AIGN.Global builds governance infrastructure that helps organisations govern AI responsibly and demonstrate accountability through operational controls and evidence.","description":"AIGN.Global develops governance infrastructure for responsible AI, helping organisations turn principles and regulatory requirements into operational controls, clear accountability, and verifiable evidence. It serves boards, businesses, public institutions, regulators, and professionals through governance architecture, applied research, education, managed services, trust assessment, and a global network.","mission":"To build global infrastructure for AI governance and trust, enabling organisations to govern AI responsibly and make their decisions operational, defensible, and verifiable.","directory":{"industryName":"GRC","agentCount":28,"indexable":true,"hubUrl":"https://nowen.ai/industry/grc"},"categoryDirectory":{"name":"AI Governance Software","agentCount":45,"indexable":true,"url":"https://nowen.ai/category/ai-governance-software"},"aiReaderFamilies":[],"products":[{"name":"AIGN OS 4.0","anchor":"product-aign-os-4-0","type":"Solution","url":"https://aign.global/aign-os-3-0-the-operating-system-for-defensible-ai-governance/","summary":"Helps organisations classify AI, activate relevant governance controls, and build traceable evidence for accountable, defensible decisions.","description":"AIGN OS 4.0 is an eight-layer AI governance operating system connecting organisational roles, AI classification, regulatory obligations, controls, evidence, maturity measurement, and trust assurance. Its classification pathway helps organisations qualify AI systems, screen prohibited uses, assess transparency and high-risk obligations, map responsibilities, and identify registration and impact-assessment requirements. The architecture turns obligations into operational controls and structured evidence for boards, auditors, and regulators. Organisations can implement focused modules or a broader operating model. The Guided Installer translates the reference architecture into a traceable workspace and workflow. AIGN OS is a governance architecture, not a standalone software platform. AIGN AI Governance Academy, described as AIGN OS’s human capability layer, provides online learning, practical governance artefacts, readiness profiling, and credential pathways.","pricing":{},"features":[{"name":"AI system classification","value":"Classify AI Systems Before Regulatory Scrutiny","valueDescription":"Establishes a documented regulatory pathway, helping organisations identify applicable obligations and explain how each system was classified."},{"name":"Eight-layer governance architecture","value":"Connect Governance Across Eight Operational Layers","valueDescription":"Links roles, rules, controls, evidence, and assurance in an integrated governance architecture."},{"name":"Governance controls and evidence records","value":"Produce Traceable Evidence For Audit And Review","valueDescription":"Connects governance decisions and controls to recorded evidence, helping organisations reconstruct classification, responsibility, approvals, and changes."},{"name":"Reusable governance artefacts","value":"Build Reusable Governance Evidence","valueDescription":"Creates practical records that document ownership, AI systems, decisions, actions, and organisational readiness."},{"name":"Regulatory and standards mapping","value":"Map Requirements To Operational Controls","valueDescription":"Connects applicable laws, standards, and frameworks to governance actions, documentation, and monitoring requirements."},{"name":"Accountability and responsibility mapping","value":"Assign Clear Ownership And Escalation Paths","valueDescription":"Makes responsibility visible across teams and AI systems, showing who owns decisions and required actions."},{"name":"Guided governance workflow","value":"Guide Teams Through Governance Tasks And Decisions","valueDescription":"Shows teams next steps, why requirements were triggered, who is accountable, and what evidence is missing."},{"name":"Online governance learning","value":"Learn And Apply Governance Online","valueDescription":"Connects structured learning with practical governance work through staged programmes and credentials."},{"name":"Credential pathways and readiness profiling","value":"Measure Readiness And Demonstrate Capability","valueDescription":"Provides a documented view of governance strengths and gaps and connects evidenced learning to credential pathways."},{"name":"Continuous monitoring and reclassification","value":"Monitor Changes And Reassess AI Systems","valueDescription":"Records material changes and supports reviews of classifications, controls, and evidence."},{"name":"Maturity and ASGR measurement","value":"Measure Readiness And Prioritise Governance Gaps","valueDescription":"Provides a structured view of maturity and gaps to support progress tracking and focused implementation."},{"name":"Trust and certification readiness","value":"Prepare Evidence For Trust And Certification","valueDescription":"Organises governance evidence and readiness information to support audit, certification, and trust-label processes."},{"name":"Modular and adaptable implementation","value":"Adapt Governance To Organisational Context","valueDescription":"Allows organisations to start with a focused implementation and expand across layers and context-specific modules."},{"name":"Compliance and framework learning","value":"Relate Requirements To Governance Practice","valueDescription":"Connects regulatory and standards requirements to governance architecture and contextual framework modules."}],"marketCategories":[{"name":"AI Governance Software","url":"https://nowen.ai/category/ai-governance-software"}]},{"name":"AIGN AI Governance Operating Model Services","anchor":"product-aign-ai-governance-operating-model-services","type":"Service","url":"https://aign.global/aign-os-3-0-the-operating-system-for-defensible-ai-governance/","summary":"Helps organisations establish accountable, evidence-based AI governance and prepare decisions, controls, and records for scrutiny.","description":"AIGN provides AIGN OS-based services to help organisations move from AI adoption to classified, evidence-based governance. Engagements range from executive briefings and AI system classification to vendor reviews, FRIA and DPIA integration, technical documentation support, and a full AI Governance Operating Model Sprint. The sprint builds an operating model around classification logic, ownership, controls, evidence, and board reporting. Services translate applicable regulatory obligations into operational controls and governance artefacts designed for board, audit, and regulatory scrutiny.","pricing":{},"features":[{"name":"AI governance operating model sprint","value":"Build A Defensible Governance Operating Model","valueDescription":"Establishes the roles, control ownership, evidence practices, escalation paths, and board reporting needed to operate AI governance."},{"name":"AI system classification sprint","value":"Classify AI Systems And Document Decisions","valueDescription":"Creates a documented basis for regulatory pathway decisions by classifying AI use cases and recording relevant responsibilities and evidence."},{"name":"Regulatory obligation mapping","value":"Translate Requirements Into Operational Controls","valueDescription":"Connects legal and standards requirements to governance controls and operational requirements."},{"name":"Governance implementation and evidence","value":"Move From Discovery To Ongoing Governance","valueDescription":"Helps organisations identify AI systems, activate controls, create traceable evidence, and monitor changes."},{"name":"Executive AI governance briefing","value":"Equip Leaders With Governance Priorities","valueDescription":"Orients leadership teams to classification, accountability, and evidence, with practical next steps."},{"name":"Technical documentation and conformity support","value":"Prepare High-Risk AI Evidence","valueDescription":"Helps organise technical documentation and evidence for conformity decisions, data governance, and human oversight."},{"name":"Vendor AI governance review","value":"Assess AI Vendors Before Deployment","valueDescription":"Reviews intended purpose, available evidence, role responsibilities, and contract risks before key procurement or deployment decisions."},{"name":"FRIA and DPIA integration","value":"Connect Fundamental Rights And Data Protection Reviews","valueDescription":"Links fundamental-rights impact analysis with data-protection impact assessment logic and documentation for affected people."}]},{"name":"AIGN360","anchor":"product-aign360","type":"Service","url":"https://aign.global/aign360/","summary":"Helps organizations operate AI governance continuously, strengthen accountability, and maintain evidence and controls as systems, vendors, regulations, and processes change.","description":"AIGN360 is a managed AI governance service that turns governance from a policy project into a continuously operated function. Powered by AIGN OS, it helps organizations make AI use cases visible, classify regulatory relevance and risk, define responsibilities and controls, maintain evidence, and prepare for audits. Organizations can choose AIGN OS Design for an operating model and governance baseline, AIGN360 Operate for recurring governance activity, or AIGN360 Lead for fractional senior leadership and board-level support.","pricing":{},"features":[{"name":"AI use-case visibility and classification","value":"Make AI Use And Risk Visible","valueDescription":"Builds a view of AI activity and ownership and classifies use cases to identify relevant expectations, risks, and controls."},{"name":"Recurring governance operations","value":"Keep Governance Running Continuously","valueDescription":"Maintains governance through repeated reviews, active controls, updated documentation, change monitoring, and audit preparation."},{"name":"AI governance operating model design","value":"Build A Structured Governance Operating Model","valueDescription":"Creates a defined foundation for governance, including ownership, decision forums, workflows, evidence standards, and a path to ongoing operation."},{"name":"Governance evidence and audit readiness","value":"Demonstrate Defensible AI Decisions","valueDescription":"Keeps governance decisions and controls supportable with evidence for management, audit, and regulatory scrutiny."},{"name":"Fractional AI governance leadership","value":"Add Senior Governance Leadership","valueDescription":"Provides external senior leadership and decision support without immediately building a full internal team."},{"name":"Regulatory mapping and change tracking","value":"Track Regulatory Expectations And Changes","valueDescription":"Relates governance controls to regulations and standards and tracks changes that may affect responsibilities."},{"name":"Risk, issue, and escalation management","value":"Manage Risks And Escalations","valueDescription":"Gives governance issues a defined path for review and escalation."},{"name":"Three service models","value":"Choose A Governance Service Model","valueDescription":"Select a service suited to initial design, continuous operation, or senior leadership support."}]},{"name":"AIGN Governance Control Center","anchor":"product-aign-governance-control-center","type":"Service","url":"https://aign.global/aign-os-3-0-the-operating-system-for-defensible-ai-governance/control-center-ai-governance/","summary":"Helps organizations turn fragmented AI oversight into continuously operated, evidence-backed governance and board-ready reporting.","description":"The AIGN Governance Control Center is an expert-operated governance command layer that helps organizations map AI systems, classify regulatory exposure, operate controls, maintain evidence, and report governance to boards. Its modules connect inventory, regulatory mapping, human oversight, agent governance, evidence, risk and incident management, board reporting, trust readiness, intelligence signals, governance operations, and enablement. It starts with structured dashboards, templates, processes, and expert operation without dedicated software procurement or an implementation project.","pricing":{},"features":[{"name":"AI system registry","value":"Map AI Systems Across The Organization","valueDescription":"Creates a central inventory of AI systems and vendors for governance visibility."},{"name":"Governance evidence management","value":"Maintain Traceable Governance Evidence","valueDescription":"Keeps decision records and approvals organized so the organization can demonstrate active governance."},{"name":"Regulatory mapping and risk classification","value":"Classify Systems Against Applicable Requirements","valueDescription":"Connects obligations and risk classification to individual systems so organizations can understand exposure and governance requirements."},{"name":"Board reporting and trust readiness","value":"Deliver Reports And Track Trust Readiness","valueDescription":"Translates governance activity into executive reporting and shows evidence readiness and certification gaps."},{"name":"Expert-operated delivery","value":"Start Governance Without Software Procurement","valueDescription":"Begins governance operations using expert support and structured materials without waiting for dedicated software."},{"name":"Human oversight and agent governance","value":"Track Oversight And Govern Agent Actions","valueDescription":"Makes human accountability visible and supports controls for agent permissions, risk levels, and escalation."},{"name":"Risk and incident tracking","value":"Track AI Risks And Incidents","valueDescription":"Brings incidents and identified AI risks into a structured view for escalation and ongoing governance."},{"name":"Governance operations and enablement","value":"Coordinate Governance And Capability Building","valueDescription":"Coordinates routine governance work and tracks training and role readiness."},{"name":"Governance intelligence signals","value":"Monitor Regulatory And Industry Signals","valueDescription":"Brings developments and emerging governance risks into the recurring operating rhythm."}]},{"name":"AIGN Trust Label","anchor":"product-aign-trust-label","type":"Service","url":"https://aign.global/trust-label-ai-governance/","summary":"Helps organisations make AI governance maturity visible and evidence-based for customers, partners, boards, procurement teams, and audit-facing processes.","description":"The AIGN Trust Label is a private, evidence-based governance signal that makes an organisation’s AI governance reviewable and visible. Its structured assessment examines governance evidence such as AI inventory, accountability, risk assessment, human oversight, documentation, third-party governance, monitoring, and board reporting. Label pathways cover enterprises, regulated sectors, educational institutions, and AI vendors. The label is not a legal certification, regulatory approval, or substitute for statutory audits. The vendor assessment reviews governance evidence and readiness, while the Education Trust Label provides an institutional credential with an application and commitment process, optional evidence validation, a DOI-linked certificate and badge, public registry listing, and annual renewal.","pricing":{},"features":[{"name":"Governance maturity assessment","value":"Show Governance Across Eight Dimensions","valueDescription":"Presents a structured view of how AI governance is organised and evidenced, from inventory and accountability to monitoring and board reporting."},{"name":"Governance evidence review","value":"Substantiate Governance With Evidence","valueDescription":"Makes governance practices reviewable and defensible through structured evidence review rather than relying only on policies or self-declarations."},{"name":"Vendor governance assessment","value":"Demonstrate Reviewed Vendor Governance","valueDescription":"Gives vendors a structured external review and addresses governance questions raised by enterprise buyers and third-party risk teams."},{"name":"Education institutional credential","value":"Demonstrate Responsible Education AI Governance","valueDescription":"Gives education stakeholders a visible credential recognising an institution’s responsible AI practices."},{"name":"Context-specific label pathways","value":"Choose A Label For Your Context","valueDescription":"Offers pathways suited to organisational governance, regulated environments, education, or vendor governance."},{"name":"Public verification and digital credentials","value":"Make Governance Credentials Verifiable","valueDescription":"Provides public-facing credentials and verification options that let stakeholders check the relevant AIGN assessment and label."},{"name":"Regulatory and standards alignment","value":"Demonstrate Alignment With Relevant Frameworks","valueDescription":"Connects governance evidence with relevant regulatory and standards expectations."},{"name":"Vendor readiness decision and gap findings","value":"Identify Vendor Readiness And Gaps","valueDescription":"Provides a clear assessment outcome and findings to help vendors understand readiness and areas requiring attention."},{"name":"Vendor Trust Label and procurement materials","value":"Present Governance Evidence To Buyers","valueDescription":"Enables qualifying vendors to present an evidence-based trust signal and, where selected, additional procurement and sales materials."},{"name":"Education application and evidence validation","value":"Complete An Education Credential Pathway","valueDescription":"Follows a defined process from application and commitment through optional document review and credential issuance."},{"name":"Education toolkit and framework alignment","value":"Support Education Governance Practice","valueDescription":"Provides practical materials and a stated basis for alignment with named international principles, standards, and regulatory requirements."},{"name":"Renewal and credential maintenance","value":"Maintain Current Credential Status","valueDescription":"Defined renewal and re-validation processes help keep label status and supporting evidence current."}]},{"name":"AIGN Education Operating System (AIGN EOS)","anchor":"product-aign-education-operating-system-aign-eos","type":"Solution","url":"https://aign.global/aign-eos-education-operation-system/","summary":"Helps education institutions govern AI decisions affecting children with structured controls, auditable evidence, human oversight, and pathways to verified trust.","description":"AIGN EOS is an operational, auditable, and certifiable governance architecture for educational AI, particularly AI decisions affecting children. It applies the AIGN OS architecture to education through seven governance layers, connecting use-case intake, risk assessment, policy controls, human oversight, decision records, transparency, monitoring, and trust pathways. Its components are designed to help schools, universities, and education authorities govern AI across its lifecycle, with alignment to frameworks and requirements including the EU AI Act, GDPR, UNESCO, and OECD principles.","pricing":{},"features":[{"name":"Education use-case intake and impact assessment","value":"Assess And Classify Educational AI Use Cases","valueDescription":"Identifies purpose and risk before deployment, with documented impact assessment for high-risk use cases."},{"name":"Education Decision Record","value":"Record And Reconstruct AI Decisions","valueDescription":"Provides traceable evidence for review, audit, contestation, and certification, including how a decision was reached and what followed."},{"name":"Human oversight and appeal","value":"Enable Human Review And Documented Remedies","valueDescription":"Supports human intervention in high-stakes decisions and documented processes for reviewing complaints and correcting systems."},{"name":"Policy-as-code controls","value":"Enforce Rules Before AI Interactions","valueDescription":"Makes institutional rules operational by checking them before interactions and recording whether they were allowed or blocked."},{"name":"Continuous risk and equity monitoring","value":"Monitor Risk, Bias, Drift And Equity","valueDescription":"Helps institutions identify bias, system drift, incidents, and changes in equity indicators."},{"name":"Education-specific governance architecture","value":"Govern Education AI Across Its Lifecycle","valueDescription":"Connects institutional purpose, risk, privacy, evidence, transparency, oversight, and lifecycle governance."},{"name":"Explainability, consent, and privacy controls","value":"Explain Decisions And Apply Privacy Controls","valueDescription":"Makes explanations available to education stakeholders and supports records of disclosure, consent, and specified data-handling controls."},{"name":"Maturity, trust, and standards alignment","value":"Track Maturity And Map Education Standards","valueDescription":"Supports monitoring of maturity and Trust Label status and provides a stated basis for alignment with education-related requirements and frameworks."},{"name":"Education implementation tools","value":"Use Education-Specific Governance Tools","valueDescription":"Provides named risk, curriculum, legal, and consent tools, including offline materials for schools with limited IT infrastructure."}],"marketCategories":[{"name":"AI Governance Software","url":"https://nowen.ai/category/ai-governance-software"}]},{"name":"AIGN SME & Startup AI Governance Framework","anchor":"product-aign-sme-and-startup-ai-governance-framework","type":"Solution","url":"https://aign.global/aign-os-3-0-the-operating-system-for-defensible-ai-governance/ai-governance-frameworks/sme-startup-ai-governance-framework/","summary":"Helps startups and SMEs govern AI practically, build auditable trust, and pursue recognition as they grow.","description":"A practical, certifiable AI governance framework designed for startups and SMEs, including those building or deploying agentic and autonomous AI. Its modular tools support readiness assessment, risk management, oversight, incident response, data governance, and stakeholder feedback. The framework is mapped to the EU AI Act, ISO/IEC 42001, and GDPR, and offers a staged pathway from self-assessment to an AIGN Engagement Certificate and Global Trust Label.","pricing":{},"features":[{"name":"Agentic AI readiness and controls","value":"Assess And Bound Agentic AI","valueDescription":"Helps SMEs assess readiness and define agent goals, oversight, escalation, and action boundaries."},{"name":"Practical governance canvases","value":"Map Readiness And AI Boundaries","valueDescription":"Applies practical canvases to assess risk and make oversight boundaries and prohibited behaviours explicit."},{"name":"Scalable governance model","value":"Scale Governance As You Grow","valueDescription":"Lets organisations start with a right-sized set of tools and expand governance over time."},{"name":"Certification and standards pathway","value":"Progress Toward Governance Recognition","valueDescription":"Follows a staged route from readiness assessment to AIGN recognition as the organisation develops."},{"name":"Incident, feedback, and data governance tools","value":"Manage Incidents And Document Data Practices","valueDescription":"Supports incident handling, stakeholder feedback, and documentation of data provenance, copyright, and consent."},{"name":"Five-pillar approach and audit trail","value":"Structure Governance And Maintain Change Records","valueDescription":"Combines five governance pillars with lightweight versioning and change logs."},{"name":"Sector-specific add-ons and peer support","value":"Apply Sector Guidance And Access Peer Support","valueDescription":"Provides industry blueprints, community access, best practices, and updates."}]},{"name":"AIGN Governance Culture Framework","anchor":"product-aign-governance-culture-framework","type":"Solution","url":"https://aign.global/aign-os-3-0-the-operating-system-for-defensible-ai-governance/ai-governance-frameworks/governance-culture/","summary":"Helps organisations turn AI responsibility into measurable, embedded practices that strengthen trust, resilience, and responsible innovation.","description":"AIGN’s programme helps organisations assess, develop, and measure AI governance culture. It combines leadership alignment, a five-level maturity assessment, stakeholder co-creation, tailored playbooks, training, feedback structures, and ongoing KPI measurement. Organisations can benchmark progress and optionally pursue the AIGN AI Governance Culture Label.","pricing":{},"features":[{"name":"Governance culture assessment","value":"Benchmark Culture Maturity","valueDescription":"Identifies organisational culture maturity and can incorporate external perspectives."},{"name":"Leadership alignment and stakeholder co-creation","value":"Align Leaders And Create A Tailored Playbook","valueDescription":"Translates leadership and stakeholder input into shared goals and practical organisational guidance."},{"name":"Training and culture champion enablement","value":"Equip Teams To Apply Responsible Practices","valueDescription":"Uses learning and case studies to help teams apply responsible AI practices."},{"name":"Feedback and escalation structures","value":"Establish Feedback And Escalation Channels","valueDescription":"Creates structures for raising concerns and discussing ethical dilemmas."},{"name":"Culture pulse monitoring and KPIs","value":"Measure And Track Culture Progress","valueDescription":"Follows cultural progress over time and can make maturity visible through an optional label."},{"name":"Global benchmarking and best practices","value":"Benchmark Against International Practices","valueDescription":"Supports comparison and learning across regions while accounting for local context."}]},{"name":"AI Governance Intelligence Hub","anchor":"product-ai-governance-intelligence-hub","type":"Platform","url":"https://aign.global/ai-governance-intelligence/","summary":"Helps organisations interpret AI governance developments, measure readiness, monitor exposure, and turn findings into practical, defensible action.","description":"The AIGN AI Governance Intelligence Hub brings together the AI Governance Briefing, AIGN ASGR Index, and specialised industry, functional, technology, and board and audit radars. It helps organisations interpret developments, assess systemic readiness and maturity, monitor governance exposure, and translate findings into practical action, evidence, and defensible decisions. Organisations can select products according to their governance questions or combine them into an AI Governance Intelligence Desk.","pricing":{},"features":[{"name":"Integrated intelligence portfolio","value":"Connect Governance Intelligence Products","valueDescription":"Provides access to briefing, readiness assessment, and specialised exposure radars through one product hub."},{"name":"Readiness and maturity assessment","value":"Measure Readiness And Identify Gaps","valueDescription":"Provides structured readiness and maturity views, clarifies evidence status, and supports gap prioritisation over time."},{"name":"Board and audit radar","value":"Strengthen Oversight And Audit Readiness","valueDescription":"Supports board and audit oversight with material risks, control status, evidence expectations, and recommended decisions."},{"name":"Governance briefing and regulatory monitoring","value":"Understand Developments And Prioritise Actions","valueDescription":"Turns recurring governance developments into executive-ready interpretation and practical near-term actions."},{"name":"Industry exposure radar","value":"Assess Sector-Specific Governance Exposure","valueDescription":"Shows how AI governance exposure and practical responses vary across industries."},{"name":"Functional responsibility radar","value":"Clarify Departmental Responsibilities","valueDescription":"Helps functions identify owners, relevant controls, evidence, and practical next steps."},{"name":"Technology exposure radar","value":"Monitor Technology Governance Exposure","valueDescription":"Identifies governance implications and control questions arising from relevant AI platform and system changes."},{"name":"Governance question-based guidance","value":"Choose A Relevant Intelligence Entry Point","valueDescription":"Guides users to a relevant product according to their current governance question."},{"name":"Combined intelligence desk","value":"Combine Products Into One Intelligence Desk","valueDescription":"Brings briefing, readiness, exposure monitoring, and oversight products together."}],"marketCategories":[{"name":"AI Governance Software","url":"https://nowen.ai/category/ai-governance-software"}]},{"name":"AI Governance Risk Quantification Quick Scan (AI-GRQ)","anchor":"product-ai-governance-risk-quantification-quick-scan-ai-grq","type":"Product","url":"https://aign.global/ai-governance-risk-quantification-quick-scan/","summary":"Quantifies indicative AI governance exposure and identifies risk drivers, readiness gaps, and prioritised next steps for leadership.","description":"The AI-GRQ Quick Scan translates AI use-case exposure, organisational role, jurisdiction, industry, and governance maturity into a board-oriented risk signal and simulated exposure range. Users enter company context and select AI applications, with optional professional evidence inputs. Results can include risk drivers, exposure estimates, residual exposure, risk-reduction potential, readiness indicators, and a 30-, 60-, and 90-day roadmap. The scan provides indicative screening output only; it is not legal advice, certification, audit assurance, insurance pricing, or a guaranteed loss amount.","pricing":{},"features":[{"name":"Contextual AI risk quantification","value":"Quantify AI Governance Exposure","valueDescription":"Relates selected use cases to organisational context and provides a board-oriented risk signal and simulated range."},{"name":"Evidence inputs and exposure scenarios","value":"Assess Evidence And Compare Scenarios","valueDescription":"Shows modeled exposure indicators alongside evidence inputs to support review of risk and potential reduction."},{"name":"Risk and readiness outputs","value":"Identify Risk Drivers And Readiness","valueDescription":"Highlights risk, maturity, and readiness considerations for selected applications."},{"name":"30-, 60-, and 90-day roadmap","value":"Prioritise Governance Actions","valueDescription":"Helps organise suggested governance priorities following the screening."},{"name":"Executive result export and follow-on validation","value":"Share And Validate Scan Findings","valueDescription":"Enables sharing of results and continuation from indicative screening to a reviewed interpretation or fuller readiness assessment."}]},{"name":"AIGN Circle","anchor":"product-aign-circle","type":"Service","url":"https://aign.global/aign-circle/","summary":"Helps organisations access accountable AI governance expertise and helps professionals strengthen judgment through discreet, structured peer challenge.","description":"AIGN Circle is a curated, controlled-access reference connecting organisations with governance-ready AI professionals and giving professionals legitimate positioning without market noise. It is designed for situations where human judgment and accountability matter, including regulatory pressure and board-level decisions. Its AIGN Sparring offering provides curated, sector-specific peer groups where practitioners test governance reasoning through structured challenge. AIGN Circle is not a marketplace, consulting firm, recruitment platform, or open community.","pricing":{},"features":[{"name":"Curated professional access","value":"Access Vetted Governance Professionals","valueDescription":"Provides access to professionals selected for judgment and accountability without relying on an open marketplace."},{"name":"Human accountability focus","value":"Keep Human Judgment At The Centre","valueDescription":"Supports situations where tools and frameworks cannot replace human judgment and responsibility."},{"name":"Curated sector-specific peer groups","value":"Find Relevant Sector Peers","valueDescription":"Enables structured challenge with peers who understand similar industry conditions and regulatory pressures."},{"name":"Structured governance challenge sessions","value":"Stress-Test Governance Decisions With Peers","valueDescription":"Uses structured peer questioning to examine live problems, expose strategy gaps, and assess regulatory changes before external scrutiny."},{"name":"Discreet professional positioning","value":"Position Expertise Without Market Noise","valueDescription":"Offers professionals a way to be found based on judgment rather than online reach."},{"name":"Regular peer sessions","value":"Schedule Regular Peer Challenge","valueDescription":"Provides recurring dedicated sessions for examining governance challenges."}]},{"name":"AIGN Talent","anchor":"product-aign-talent","type":"Service","url":"https://aign.global/aign-talent-ai-governance/","summary":"Helps organizations find domain-vetted governance professionals and helps candidates access relevant roles, mandates, and expert introductions.","description":"AIGN Talent is a specialist network for AI Governance, Data Governance, and Regulatory professionals. AIGN practitioners review candidate profiles and employer roles, then match candidates with permanent, interim, or fractional opportunities based on regulatory scope, industry background, operating-model experience, and availability. Candidates receive vetted role briefings and profile guidance; employers can request qualified shortlists, structured introductions, and subscription access to the candidate pool.","pricing":{},"features":[{"name":"Domain-vetted candidate matching","value":"Find Vetted Governance Talent","valueDescription":"Connects employers with candidates whose experience is reviewed and matched to role requirements."},{"name":"Permanent, interim, and fractional placements","value":"Fill Permanent And Flexible Roles","valueDescription":"Matches governance needs with permanent hires, interim specialists, fractional professionals, or longer-term mandates."},{"name":"Structured pre-placement briefings","value":"Prepare Both Sides For Introductions","valueDescription":"Gives candidates and employers context before they meet."},{"name":"Candidate and employer subscriptions","value":"Access Candidate Support And Introductions","valueDescription":"Provides candidates with profile and role support and employers with access to profiles, introductions, and hiring information."},{"name":"Governance-specialist expertise coverage","value":"Source Specialists Across Governance Domains","valueDescription":"Supports searches across AI and data governance, regulatory implementation, privacy, compliance, risk, audit, and assurance."},{"name":"Success-based placement model","value":"Align Placement Fees With Successful Hires","valueDescription":"Uses a success-based placement model with candidate briefings and a stated replacement guarantee."}]},{"name":"AIGN Junior AI Governance Research Fellowship","anchor":"product-aign-junior-ai-governance-research-fellowship","type":"Service","url":"https://aign.global/junior-ai-governance-fellowship/","summary":"Helps emerging professionals investigate higher-education AI governance gaps, build research capability, and produce evidence-based work with expert feedback.","description":"An eight-week, fully online, English-language mentored research cohort for students and early-career professionals. The founding cohort investigates AI governance in higher education, focusing on accountability, human oversight, and evidence for AI-influenced learning or assessment decisions. Participants define a bounded research question, build a traceable source base, analyse a governance gap, and develop a Research Brief or Governance Gap Analysis. The programme includes two written review rounds with the Research Lead. Participants retain authorship of their work. Successful participants receive an AIGN Junior Certificate of Contribution, which is not an academic degree or accredited certification.","pricing":{},"features":[{"name":"Higher education governance focus","value":"Investigate Higher Education Governance Gaps","valueDescription":"Participants work on a defined question about making AI-assisted decisions traceable, reviewable, and accountable."},{"name":"Participant-authored research output","value":"Create An Original Research Work Sample","valueDescription":"Produces a tangible participant-authored work sample for potential professional use."},{"name":"Mentored research process","value":"Build A Structured Research Process","valueDescription":"Guidance helps participants turn a broad issue into a bounded, evidence-based research output."},{"name":"Written expert review","value":"Strengthen Work With Expert Feedback","valueDescription":"Provides direct feedback as participants develop and refine their research."},{"name":"Traceable source-based research","value":"Ground Findings In Traceable Sources","valueDescription":"Supports research arguments grounded in identifiable materials."},{"name":"Flexible online participation and cohort","value":"Fit Research Around Your Schedule","valueDescription":"The online format and stated weekly commitment support participation alongside other commitments."},{"name":"Junior Certificate of Contribution","value":"Document Successful Cohort Completion","valueDescription":"Recognises successful completion while distinguishing the certificate from an academic degree or accredited certification."}]},{"name":"The AI Governance Gap Brief","anchor":"product-the-ai-governance-gap-brief","type":"Service","url":"https://aign.global/the-ai-governance-gap-brief/","summary":"Helps leaders understand structural AI governance failures and focus analysis on issues affecting accountability, deployment, and regulation.","description":"A monthly LinkedIn newsletter by Patrick Upmann for boards, senior leaders, and compliance teams. Each issue examines one structural gap between how organisations deploy AI and how governance, accountability, and regulation work. The archive groups analysis into technology and AI systems, organisation and culture, and regulation and liability.","pricing":{},"features":[{"name":"Monthly governance analysis","value":"Understand One Governance Gap Each Month","valueDescription":"Provides focused analysis of a specific structural AI governance gap rather than general framework theory."},{"name":"Governance topic coverage","value":"Explore Technology, Organisation, And Regulatory Gaps","valueDescription":"Lets readers explore governance issues across AI technologies, organisational practices, and regulation and liability."},{"name":"Newsletter distribution and archive","value":"Subscribe And Browse Past Issues","valueDescription":"Readers can subscribe and explore the published archive by governance theme."},{"name":"Executive and governance audience focus","value":"Focus Analysis On Governance Decision-Makers","valueDescription":"Frames analysis for people involved in AI governance decisions and responsibilities."}]},{"name":"AIGN Research","anchor":"product-aign-research","type":"Service","url":"https://aign.global/aign-research/","summary":"Develops evidence-informed governance models to help organisations address delegated AI authority and accountability in high-consequence settings.","description":"AIGN Research conducts applied research on machine authority, defensible autonomy, and AI governance in critical infrastructure and other high-consequence environments. It studies how AI-enabled systems can be granted bounded authority while keeping their actions controllable, accountable, and supported by evidence. Its work connects governance, operational risk, technical controls, and institutional oversight through conceptual analysis, scenario-based investigation, governance architecture, regulatory analysis, and applied validation. 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The closest market proxy is AI model risk management, reported at USD 5.7 billion in 2024 and forecast to grow at a 12.9% CAGR through 2029.","citations":[{"url":"https://www.linkedin.com/pulse/ai-model-risk-management-market-building-trust-governance-sameer-g-qb4bf","text":"The AI Model Risk Management Market is projected to grow from USD 5.7 billion in 2024 to USD 10.5 billion by 2029, at a CAGR of 12.9%."}]},{"name":"Regulatory intelligence","description":"Monitoring and interpretation of AI regulatory, industry, and technology developments to help governance teams identify exposure, prioritise actions, and inform board oversight.","size":2.11,"cagr":12.6,"color":2,"productNames":["AI Governance Intelligence Hub"],"methodology":"The closest available proxy is the global regulatory intelligence and policy tracking market, reported at USD 2.11 billion in 2025 with a 12.6% CAGR forecast for 2026–2034. This broader market includes regulatory tracking beyond AI governance, so it is an approximate estimate for the specified segment.","citations":[{"url":"https://growthmarketreports.com/report/regulatory-intelligence-policy-tracking-market","text":"The market was valued at USD 2.11 Billion in 2025 and is projected to reach USD 6.1 Billion by 2034, a CAGR of 12.6%."}]},{"name":"AI governance assessment and assurance","description":"Evidence-based reviews of organisational AI governance maturity, controls, and readiness, with private trust credentials that communicate assessed practices without replacing statutory audits or regulatory approval.","size":0.1,"cagr":35,"color":3,"productNames":["AIGN Trust Label","AIGN OS 4.0","AIGN Education Operating System (AIGN EOS)","AIGN SME & Startup AI Governance Framework"],"methodology":"No source gives a standalone size for AI governance assessment and assurance. The estimate treats this segment as a narrow subset of AI governance services, using the broader responsible AI governance consulting market ($270.5 million in 2024; 45.9% CAGR) as an upper proxy and discounting for the narrower scope. The 35% growth estimate is a cautious midpoint informed by the wide growth range reported for adjacent AI governance markets. These are directional estimates, not directly reported segment figures.","citations":[{"url":"https://market.us/report/ai-driven-policy-governance-agents-market/","text":"Responsible AI Governance Consulting Market is projected to reach USD 11,822 Million by 2034, from USD 270.5 Million in 2024, reflecting a CAGR of 45.90%."},{"url":"https://www.factmr.com/report/ai-governance-market","text":"The global AI governance market is valued at US$ 298.5 million in 2024 and is forecasted to expand at a CAGR of 26.9%."}]},{"name":"Governance training and professional development","description":"Structured learning, mentored research, peer development, and organisational culture programmes that build AI governance skills, leadership alignment, and accountable decision-making practices.","size":0.5,"cagr":15,"color":4,"productNames":["AIGN OS 4.0","AIGN Governance Culture Framework","AIGN Junior AI Governance Research Fellowship","AIGN Circle"],"methodology":"No source gives a standalone market size or CAGR for AI governance training. The estimate is an inferred, narrow share of the broader corporate training market, which the search results place at roughly $450–490 billion in 2026, with about 7.8% growth. The 15% CAGR estimate reflects faster expansion than the overall training market, using corporate LMS growth of 19.3% as an upper-adjacent benchmark. The $0.5 billion estimate is approximate and depends on the assumed small share attributable to governance-focused learning and development.","citations":[{"url":"https://skillforcelms.com/blog/corporate-training-statistics/","text":"The global corporate training market is valued at roughly $450–490 billion in 2026. The market is forecast to grow at a compound annual rate of around 7.8%."},{"url":"https://www.grandviewresearch.com/industry-analysis/corporate-learning-management-system-lms-market-report","text":"The global corporate learning management system market size was valued at USD 11.3 billion in 2025 ... at a CAGR of 19.3% from 2026 to 2033."}]},{"name":"Governance recruitment and staffing","description":"Specialist recruitment and talent-access services for employers hiring permanent, interim, or fractional governance professionals, alongside career support and vetted opportunities for subscribing candidates.","size":1,"cagr":7,"color":5,"productNames":["AIGN Talent"],"methodology":"No search result provides a direct estimate for governance-focused recruitment and staffing. The estimate of $1.0 billion is a bottom-up market-sizing judgment: governance hiring is a narrow specialist subset of the much larger global recruitment and staffing industry, with revenue from permanent, interim, and fractional placements and candidate services. A 7% CAGR is an estimate modestly above the broad market’s reported growth, reflecting demand for specialized governance talent; it is not a directly reported segment forecast.","citations":[{"url":"https://www.zionmarketresearch.com/report/recruitment-and-staffing-market","text":"The global recruitment and staffing market size was around USD 584.10 billion in 2024 ... projected to reach USD 945.11 billion by 2034 ... CAGR of roughly 6.20%"}]}],"faq":[],"comparisons":[],"sources":[{"url":"https://aign.global","text":"AIGN.Global"},{"url":"https://aign.global/aign-os-3-0-the-operating-system-for-defensible-ai-governance/","text":"AIGN OS 4.0"},{"url":"https://aign.global/aign360/","text":"AIGN360"},{"url":"https://aign.global/aign-os-3-0-the-operating-system-for-defensible-ai-governance/control-center-ai-governance/","text":"AIGN Governance Control Center"},{"url":"https://aign.global/trust-label-ai-governance/","text":"AIGN Trust Label"},{"url":"https://aign.global/aign-eos-education-operation-system/","text":"AIGN Education Operating System (AIGN EOS)"},{"url":"https://aign.global/aign-os-3-0-the-operating-system-for-defensible-ai-governance/ai-governance-frameworks/sme-startup-ai-governance-framework/","text":"AIGN SME & Startup AI Governance Framework"},{"url":"https://aign.global/aign-os-3-0-the-operating-system-for-defensible-ai-governance/ai-governance-frameworks/governance-culture/","text":"AIGN Governance Culture Framework"},{"url":"https://aign.global/ai-governance-intelligence/","text":"AI Governance Intelligence Hub"},{"url":"https://aign.global/ai-governance-risk-quantification-quick-scan/","text":"AI Governance Risk Quantification Quick Scan (AI-GRQ)"},{"url":"https://aign.global/aign-circle/","text":"AIGN Circle"},{"url":"https://aign.global/aign-talent-ai-governance/","text":"AIGN Talent"},{"url":"https://aign.global/junior-ai-governance-fellowship/","text":"AIGN Junior AI Governance Research Fellowship"},{"url":"https://aign.global/the-ai-governance-gap-brief/","text":"The AI Governance Gap Brief"},{"url":"https://aign.global/aign-research/","text":"AIGN Research"},{"url":"https://www.linkedin.com/pulse/ai-model-risk-management-market-building-trust-governance-sameer-g-qb4bf","text":"The AI Model Risk Management Market is projected to grow from USD 5.7 billion in 2024 to USD 10.5 billion by 2029, at a CAGR of 12.9%."},{"url":"https://growthmarketreports.com/report/regulatory-intelligence-policy-tracking-market","text":"The market was valued at USD 2.11 Billion in 2025 and is projected to reach USD 6.1 Billion by 2034, a CAGR of 12.6%."},{"url":"https://market.us/report/ai-driven-policy-governance-agents-market/","text":"Responsible AI Governance Consulting Market is projected to reach USD 11,822 Million by 2034, from USD 270.5 Million in 2024, reflecting a CAGR of 45.90%."},{"url":"https://www.factmr.com/report/ai-governance-market","text":"The global AI governance market is valued at US$ 298.5 million in 2024 and is forecasted to expand at a CAGR of 26.9%."},{"url":"https://skillforcelms.com/blog/corporate-training-statistics/","text":"The global corporate training market is valued at roughly $450–490 billion in 2026. The market is forecast to grow at a compound annual rate of around 7.8%."},{"url":"https://www.grandviewresearch.com/industry-analysis/corporate-learning-management-system-lms-market-report","text":"The global corporate learning management system market size was valued at USD 11.3 billion in 2025 ... at a CAGR of 19.3% from 2026 to 2033."},{"url":"https://www.zionmarketresearch.com/report/recruitment-and-staffing-market","text":"The global recruitment and staffing market size was around USD 584.10 billion in 2024 ... projected to reach USD 945.11 billion by 2034 ... CAGR of roughly 6.20%"}]}